Have they noticed us?

1. Have we been noticed by them
2. Are we been noticed by them
3. Could we have been noticed by them
4. Are we being noticed by them

Present Perfect Interrogative (active: have noticed) → Passive (have been noticed). Pronoun shift: us → we.